Comparing Cluster 0 and Cluster 1

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Dataset statistics

	Cluster 0	Cluster 1
Number of variables	12	12
Number of observations	773	476
Missing cells	0	0
Missing cells (%)	0.0%	0.0%
Duplicate rows	111	65
Duplicate rows (%)	14.4%	13.7%
Total size in memory	78.5 KiB	48.3 KiB
Average record size in memory	104.0 B	104.0 B

Variable types

	Cluster 0	Cluster 1
Numeric	12	12

Alerts

Cluster 0	Cluster 1
Dataset has 111 (14.4%) duplicate rows	Dataset has 65 (13.7%) duplicate rows	Duplicates
`alcohol` is highly overall correlated with `density`	`alcohol` is highly overall correlated with `density` and 1 other fields	High correlation
`density` is highly overall correlated with `alcohol` and 1 other fields	`density` is highly overall correlated with `alcohol` and 1 other fields	High correlation
`fixed acidity` is highly overall correlated with `density` and 1 other fields	`fixed acidity` is highly overall correlated with `density` and 1 other fields	High correlation
`free sulfur dioxide` is highly overall correlated with `total sulfur dioxide`	`free sulfur dioxide` is highly overall correlated with `total sulfur dioxide`	High correlation
`pH` is highly overall correlated with `fixed acidity`	`pH` is highly overall correlated with `fixed acidity`	High correlation
`total sulfur dioxide` is highly overall correlated with `free sulfur dioxide`	`total sulfur dioxide` is highly overall correlated with `free sulfur dioxide`	High correlation
`citric acid` has 104 (13.5%) zeros	Alert not present in this dataset	Zeros
Alert not present in this dataset	`quality` is highly overall correlated with `alcohol`	High correlation

Reproduction

	Cluster 0	Cluster 1
Analysis started	2025-08-22 15:46:37.440690	2025-08-22 15:46:49.067871
Analysis finished	2025-08-22 15:46:49.058460	2025-08-22 15:47:00.661082
Duration	11.62 seconds	11.59 seconds
Software version	ydata-profiling vv4.16.1	ydata-profiling vv4.16.1
Download configuration	config.json	config.json

fixed acidity
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	50	70
Distinct (%)	6.5%	14.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.28528307	0.54831933

	Cluster 0	Cluster 1
Minimum	0	0.11904762
Maximum	0.60714286	1
Zeros	2	0
Zeros (%)	0.3%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0.11904762
5-th percentile	0.11904762	0.26190476
Q1	0.21428571	0.4047619
median	0.27380952	0.54761905
Q3	0.35714286	0.66666667
95-th percentile	0.47619048	0.88392857
Maximum	0.60714286	1
Range	0.60714286	0.88095238
Interquartile range (IQR)	0.14285714	0.26190476

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.1095296	0.18681822
Coefficient of variation (CV)	0.38393305	0.34071063
Kurtosis	0.10038737	-0.55882336
Mean	0.28528307	0.54831933
Median Absolute Deviation (MAD)	0.05952381	0.13095238
Skewness	0.20506595	0.2528895
Sum	220.52381	261
Variance	0.011996733	0.034901048
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2619047619	49	6.3%
0.25	45	5.8%
0.2380952381	41	5.3%
0.3333333333	37	4.8%
0.3214285714	36	4.7%
0.3095238095	33	4.3%
0.2142857143	32	4.1%
0.2738095238	32	4.1%
0.2976190476	31	4.0%
0.2261904762	30	3.9%
Other values (40)	407	52.7%

Value	Count	Frequency (%)
0.380952381	19	4.0%
0.5952380952	17	3.6%
0.5833333333	17	3.6%
0.4880952381	16	3.4%
0.4642857143	16	3.4%
0.3452380952	15	3.2%
0.6428571429	14	2.9%
0.619047619	14	2.9%
0.4523809524	14	2.9%
0.5476190476	13	2.7%
Other values (60)	321	67.4%

Value	Count	Frequency (%)
0	2	0.3%
0.0119047619	3	0.4%
0.02380952381	3	0.4%
0.03571428571	3	0.4%
0.04761904762	3	0.4%
0.07142857143	13	1.7%
0.08333333333	1	0.1%
0.09523809524	3	0.4%
0.1071428571	7	0.9%
0.119047619	11	1.4%

Value	Count	Frequency (%)
0.119047619	1	0.2%
0.1428571429	2	0.4%
0.1547619048	1	0.2%
0.1666666667	1	0.2%
0.2023809524	2	0.4%
0.2142857143	2	0.4%
0.2380952381	3	0.6%
0.25	2	0.4%
0.2619047619	11	2.3%
0.2738095238	6	1.3%

Value	Count	Frequency (%)
0.119047619	1	0.1%
0.1428571429	2	0.3%
0.1547619048	1	0.1%
0.1666666667	1	0.1%
0.2023809524	2	0.3%
0.2142857143	2	0.3%
0.2380952381	3	0.4%
0.25	2	0.3%
0.2619047619	11	1.4%
0.2738095238	6	0.8%

Value	Count	Frequency (%)
0	2	0.4%
0.0119047619	3	0.6%
0.02380952381	3	0.6%
0.03571428571	3	0.6%
0.04761904762	3	0.6%
0.07142857143	13	2.7%
0.08333333333	1	0.2%
0.09523809524	3	0.6%
0.1071428571	7	1.5%
0.119047619	11	2.3%

volatile acidity
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	112	64
Distinct (%)	14.5%	13.4%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.52475533	0.30052293

	Cluster 0	Cluster 1
Minimum	0.11956522	0
Maximum	1	0.98369565
Zeros	0	3
Zeros (%)	0.0%	0.6%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0.11956522	0
5-th percentile	0.2826087	0.13043478
Q1	0.42391304	0.20652174
median	0.52173913	0.2826087
Q3	0.61413043	0.36956522
95-th percentile	0.81521739	0.52173913
Maximum	1	0.98369565
Range	0.88043478	0.98369565
Interquartile range (IQR)	0.19021739	0.16304348

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.15539931	0.13226623
Coefficient of variation (CV)	0.29613669	0.44012027
Kurtosis	0.37977047	2.7467081
Mean	0.52475533	0.30052293
Median Absolute Deviation (MAD)	0.097826087	0.076086957
Skewness	0.46117302	1.0426526
Sum	405.63587	143.04891
Variance	0.024148945	0.017494356
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5217391304	33	4.3%
0.4782608696	28	3.6%
0.5	27	3.5%
0.5108695652	22	2.8%
0.4891304348	22	2.8%
0.4347826087	21	2.7%
0.5543478261	21	2.7%
0.5326086957	20	2.6%
0.4239130435	20	2.6%
0.6195652174	19	2.5%
Other values (102)	540	69.9%

Value	Count	Frequency (%)
0.2826086957	22	4.6%
0.2065217391	22	4.6%
0.3369565217	19	4.0%
0.4130434783	19	4.0%
0.2608695652	19	4.0%
0.2934782609	18	3.8%
0.3043478261	18	3.8%
0.1739130435	17	3.6%
0.25	17	3.6%
0.2391304348	15	3.2%
Other values (54)	290	60.9%

Value	Count	Frequency (%)
0.1195652174	1	0.1%
0.152173913	1	0.1%
0.1847826087	1	0.1%
0.2065217391	2	0.3%
0.2173913043	5	0.6%
0.2282608696	1	0.1%
0.2391304348	7	0.9%
0.25	3	0.4%
0.2608695652	11	1.4%
0.2717391304	3	0.4%

Value	Count	Frequency (%)
0	3	0.6%
0.04347826087	2	0.4%
0.0652173913	4	0.8%
0.07608695652	1	0.2%
0.08695652174	2	0.4%
0.09782608696	3	0.6%
0.1086956522	4	0.8%
0.1195652174	4	0.8%
0.1304347826	7	1.5%
0.1413043478	6	1.3%

Value	Count	Frequency (%)
0	3	0.4%
0.04347826087	2	0.3%
0.0652173913	4	0.5%
0.07608695652	1	0.1%
0.08695652174	2	0.3%
0.09782608696	3	0.4%
0.1086956522	4	0.5%
0.1195652174	4	0.5%
0.1304347826	7	0.9%
0.1413043478	6	0.8%

Value	Count	Frequency (%)
0.1195652174	1	0.2%
0.152173913	1	0.2%
0.1847826087	1	0.2%
0.2065217391	2	0.4%
0.2173913043	5	1.1%
0.2282608696	1	0.2%
0.2391304348	7	1.5%
0.25	3	0.6%
0.2608695652	11	2.3%
0.2717391304	3	0.6%

citric acid
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	44	53
Distinct (%)	5.7%	11.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.18007762	0.59109244

	Cluster 0	Cluster 1
Minimum	0	0.25333333
Maximum	0.65333333	1
Zeros	104	0
Zeros (%)	13.5%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0.25333333
5-th percentile	0	0.33
Q1	0.04	0.50666667
median	0.14666667	0.58666667
Q3	0.30666667	0.66666667
95-th percentile	0.42666667	0.85333333
Maximum	0.65333333	1
Range	0.65333333	0.74666667
Interquartile range (IQR)	0.26666667	0.16

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.14654982	0.14561223
Coefficient of variation (CV)	0.81381475	0.24634426
Kurtosis	-0.81790407	-0.14486167
Mean	0.18007762	0.59109244
Median Absolute Deviation (MAD)	0.12	0.08
Skewness	0.44844062	0.19218875
Sum	139.2	281.36
Variance	0.021476851	0.021202921
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	104	13.5%
0.02666666667	45	5.8%
0.1333333333	32	4.1%
0.01333333333	30	3.9%
0.32	29	3.8%
0.1066666667	29	3.8%
0.05333333333	26	3.4%
0.04	26	3.4%
0.3466666667	24	3.1%
0.12	24	3.1%
Other values (34)	404	52.3%

Value	Count	Frequency (%)
0.6533333333	40	8.4%
0.52	27	5.7%
0.5333333333	25	5.3%
0.56	20	4.2%
0.6	18	3.8%
0.5866666667	17	3.6%
0.32	16	3.4%
0.6266666667	16	3.4%
0.6133333333	16	3.4%
0.64	15	3.2%
Other values (43)	266	55.9%

Value	Count	Frequency (%)
0	104	13.5%
0.01333333333	30	3.9%
0.02666666667	45	5.8%
0.04	26	3.4%
0.05333333333	26	3.4%
0.06666666667	17	2.2%
0.08	19	2.5%
0.09333333333	21	2.7%
0.1066666667	29	3.8%
0.12	24	3.1%

Value	Count	Frequency (%)
0.2533333333	1	0.2%
0.28	4	0.8%
0.2933333333	1	0.2%
0.3066666667	2	0.4%
0.32	16	3.4%
0.3333333333	3	0.6%
0.3466666667	2	0.4%
0.36	4	0.8%
0.3733333333	1	0.2%
0.3866666667	2	0.4%

Value	Count	Frequency (%)
0.2533333333	1	0.1%
0.28	4	0.5%
0.2933333333	1	0.1%
0.3066666667	2	0.3%
0.32	16	2.1%
0.3333333333	3	0.4%
0.3466666667	2	0.3%
0.36	4	0.5%
0.3733333333	1	0.1%
0.3866666667	2	0.3%

Value	Count	Frequency (%)
0	104	21.8%
0.01333333333	30	6.3%
0.02666666667	45	9.5%
0.04	26	5.5%
0.05333333333	26	5.5%
0.06666666667	17	3.6%
0.08	19	4.0%
0.09333333333	21	4.4%
0.1066666667	29	6.1%
0.12	24	5.0%

residual sugar
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	30	31
Distinct (%)	3.9%	6.5%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.39117076	0.44664741

	Cluster 0	Cluster 1
Minimum	0	0
Maximum	1	1
Zeros	3	2
Zeros (%)	0.4%	0.4%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0
5-th percentile	0.16666667	0.125
Q1	0.25	0.33333333
median	0.375	0.41666667
Q3	0.5	0.58333333
95-th percentile	0.75	0.83333333
Maximum	1	1
Range	1	1
Interquartile range (IQR)	0.25	0.25

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.17579487	0.19509059
Coefficient of variation (CV)	0.44940697	0.4367888
Kurtosis	0.51163939	0.21970192
Mean	0.39117076	0.44664741
Median Absolute Deviation (MAD)	0.125	0.125
Skewness	0.71177702	0.36947955
Sum	302.375	212.60417
Variance	0.030903836	0.038060337
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0.3333333333	91	11.8%
0.375	81	10.5%
0.25	76	9.8%
0.2916666667	73	9.4%
0.4166666667	62	8.0%
0.4583333333	59	7.6%
0.2083333333	50	6.5%
0.5	41	5.3%
0.5416666667	41	5.3%
0.1666666667	37	4.8%
Other values (20)	162	21.0%

Value	Count	Frequency (%)
0.4166666667	53	11.1%
0.3333333333	44	9.2%
0.4583333333	39	8.2%
0.5833333333	37	7.8%
0.5416666667	36	7.6%
0.375	33	6.9%
0.5	31	6.5%
0.6666666667	27	5.7%
0.25	27	5.7%
0.2916666667	26	5.5%
Other values (21)	123	25.8%

Value	Count	Frequency (%)
0	3	0.4%
0.04166666667	1	0.1%
0.08333333333	20	2.6%
0.125	12	1.6%
0.1666666667	37	4.8%
0.1875	1	0.1%
0.2083333333	50	6.5%
0.2291666667	1	0.1%
0.25	76	9.8%
0.2916666667	73	9.4%

Value	Count	Frequency (%)
0	2	0.4%
0.04166666667	2	0.4%
0.08333333333	13	2.7%
0.125	14	2.9%
0.1666666667	13	2.7%
0.1875	1	0.2%
0.2083333333	13	2.7%
0.25	27	5.7%
0.2916666667	26	5.5%
0.3333333333	44	9.2%

Value	Count	Frequency (%)
0	2	0.3%
0.04166666667	2	0.3%
0.08333333333	13	1.7%
0.125	14	1.8%
0.1666666667	13	1.7%
0.1875	1	0.1%
0.2083333333	13	1.7%
0.25	27	3.5%
0.2916666667	26	3.4%
0.3333333333	44	5.7%

Value	Count	Frequency (%)
0	3	0.6%
0.04166666667	1	0.2%
0.08333333333	20	4.2%
0.125	12	2.5%
0.1666666667	37	7.8%
0.1875	1	0.2%
0.2083333333	50	10.5%
0.2291666667	1	0.2%
0.25	76	16.0%
0.2916666667	73	15.3%

chlorides
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	75	72
Distinct (%)	9.7%	15.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.47737752	0.4806615

	Cluster 0	Cluster 1
Minimum	0	0
Maximum	1	1
Zeros	1	1
Zeros (%)	0.1%	0.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0
5-th percentile	0.16666667	0.17948718
Q1	0.37179487	0.33333333
median	0.47435897	0.47435897
Q3	0.57692308	0.6025641
95-th percentile	0.78205128	0.83333333
Maximum	1	1
Range	1	1
Interquartile range (IQR)	0.20512821	0.26923077

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.17720293	0.19499514
Coefficient of variation (CV)	0.37120082	0.40568079
Kurtosis	0.52893503	-0.23952379
Mean	0.47737752	0.4806615
Median Absolute Deviation (MAD)	0.1025641	0.13461538
Skewness	0.10681051	0.29354567
Sum	369.01282	228.79487
Variance	0.031400878	0.038023103
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4487179487	37	4.8%
0.4743589744	37	4.8%
0.5	36	4.7%
0.4615384615	34	4.4%
0.5512820513	30	3.9%
0.4230769231	29	3.8%
0.4871794872	25	3.2%
0.5128205128	25	3.2%
0.4358974359	24	3.1%
0.5256410256	22	2.8%
Other values (65)	474	61.3%

Value	Count	Frequency (%)
0.3846153846	18	3.8%
0.5	17	3.6%
0.4230769231	16	3.4%
0.4358974359	15	3.2%
0.5256410256	15	3.2%
0.4871794872	14	2.9%
0.3205128205	13	2.7%
0.5128205128	13	2.7%
0.5512820513	12	2.5%
0.3461538462	12	2.5%
Other values (62)	331	69.5%

Value	Count	Frequency (%)
0	1	0.1%
0.01282051282	2	0.3%
0.02564102564	1	0.1%
0.03846153846	3	0.4%
0.05128205128	3	0.4%
0.0641025641	2	0.3%
0.07692307692	3	0.4%
0.08974358974	5	0.6%
0.1025641026	5	0.6%
0.1153846154	5	0.6%

Value	Count	Frequency (%)
0	1	0.2%
0.01282051282	1	0.2%
0.03846153846	1	0.2%
0.0641025641	1	0.2%
0.07692307692	1	0.2%
0.1025641026	1	0.2%
0.1153846154	2	0.4%
0.141025641	7	1.5%
0.1538461538	1	0.2%
0.1666666667	6	1.3%

Value	Count	Frequency (%)
0	1	0.1%
0.01282051282	1	0.1%
0.03846153846	1	0.1%
0.0641025641	1	0.1%
0.07692307692	1	0.1%
0.1025641026	1	0.1%
0.1153846154	2	0.3%
0.141025641	7	0.9%
0.1538461538	1	0.1%
0.1666666667	6	0.8%

Value	Count	Frequency (%)
0	1	0.2%
0.01282051282	2	0.4%
0.02564102564	1	0.2%
0.03846153846	3	0.6%
0.05128205128	3	0.6%
0.0641025641	2	0.4%
0.07692307692	3	0.6%
0.08974358974	5	1.1%
0.1025641026	5	1.1%
0.1153846154	5	1.1%

free sulfur dioxide
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	40	38
Distinct (%)	5.2%	8.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.36118386	0.30441689

	Cluster 0	Cluster 1
Minimum	0.048780488	0
Maximum	1	1
Zeros	0	2
Zeros (%)	0.0%	0.4%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0.048780488	0
5-th percentile	0.097560976	0.073170732
Q1	0.19512195	0.12195122
median	0.34146341	0.24390244
Q3	0.48780488	0.43902439
95-th percentile	0.7804878	0.73170732
Maximum	1	1
Range	0.95121951	1
Interquartile range (IQR)	0.29268293	0.31707317

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.21320767	0.21360715
Coefficient of variation (CV)	0.59030231	0.70169285
Kurtosis	-0.048453571	0.5607098
Mean	0.36118386	0.30441689
Median Absolute Deviation (MAD)	0.14634146	0.12195122
Skewness	0.76639899	1.0569317
Sum	279.19512	144.90244
Variance	0.045457509	0.045628016
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0.3414634146	53	6.9%
0.2682926829	40	5.2%
0.2926829268	39	5.0%
0.3658536585	37	4.8%
0.09756097561	36	4.7%
0.3902439024	35	4.5%
0.1463414634	35	4.5%
0.1219512195	34	4.4%
0.2195121951	34	4.4%
0.243902439	33	4.3%
Other values (30)	397	51.4%

Value	Count	Frequency (%)
0.1219512195	68	14.3%
0.09756097561	43	9.0%
0.2195121951	28	5.9%
0.2682926829	25	5.3%
0.1463414634	23	4.8%
0.1951219512	22	4.6%
0.243902439	18	3.8%
0.0487804878	16	3.4%
0.1707317073	16	3.4%
0.487804878	16	3.4%
Other values (28)	201	42.2%

Value	Count	Frequency (%)
0.0487804878	17	2.2%
0.07317073171	21	2.7%
0.09756097561	36	4.7%
0.1219512195	34	4.4%
0.1463414634	35	4.5%
0.1707317073	33	4.3%
0.1951219512	32	4.1%
0.2195121951	34	4.4%
0.243902439	33	4.3%
0.2682926829	40	5.2%

Value	Count	Frequency (%)
0	2	0.4%
0.0487804878	16	3.4%
0.07317073171	11	2.3%
0.09756097561	43	9.0%
0.1219512195	68	14.3%
0.1463414634	23	4.8%
0.1707317073	16	3.4%
0.1951219512	22	4.6%
0.2195121951	28	5.9%
0.243902439	18	3.8%

Value	Count	Frequency (%)
0	2	0.3%
0.0487804878	16	2.1%
0.07317073171	11	1.4%
0.09756097561	43	5.6%
0.1219512195	68	8.8%
0.1463414634	23	3.0%
0.1707317073	16	2.1%
0.1951219512	22	2.8%
0.2195121951	28	3.6%
0.243902439	18	2.3%

Value	Count	Frequency (%)
0.0487804878	17	3.6%
0.07317073171	21	4.4%
0.09756097561	36	7.6%
0.1219512195	34	7.1%
0.1463414634	35	7.4%
0.1707317073	33	6.9%
0.1951219512	32	6.7%
0.2195121951	34	7.1%
0.243902439	33	6.9%
0.2682926829	40	8.4%

total sulfur dioxide
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	105	89
Distinct (%)	13.6%	18.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.34350047	0.25566865

	Cluster 0	Cluster 1
Minimum	0.0086206897	0
Maximum	1	0.99137931
Zeros	0	3
Zeros (%)	0.0%	0.6%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0.0086206897	0
5-th percentile	0.051724138	0.034482759
Q1	0.1637931	0.11206897
median	0.27586207	0.18965517
Q3	0.48275862	0.35560345
95-th percentile	0.8137931	0.65732759
Maximum	1	0.99137931
Range	0.99137931	0.99137931
Interquartile range (IQR)	0.31896552	0.24353448

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.23417058	0.19582809
Coefficient of variation (CV)	0.68171838	0.76594489
Kurtosis	-0.083802108	1.2290544
Mean	0.34350047	0.25566865
Median Absolute Deviation (MAD)	0.13793103	0.11206897
Skewness	0.84728645	1.2040475
Sum	265.52586	121.69828
Variance	0.054835861	0.038348642
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2155172414	26	3.4%
0.1896551724	24	3.1%
0.275862069	22	2.8%
0.25	17	2.2%
0.1465517241	16	2.1%
0.04310344828	15	1.9%
0.2413793103	15	1.9%
0.1034482759	15	1.9%
0.1810344828	15	1.9%
0.06034482759	15	1.9%
Other values (95)	593	76.7%

Value	Count	Frequency (%)
0.1896551724	18	3.8%
0.0775862069	17	3.6%
0.03448275862	16	3.4%
0.1120689655	15	3.2%
0.1551724138	15	3.2%
0.1810344828	14	2.9%
0.1293103448	13	2.7%
0.09482758621	13	2.7%
0.1637931034	12	2.5%
0.06896551724	12	2.5%
Other values (79)	331	69.5%

Value	Count	Frequency (%)
0.008620689655	2	0.3%
0.01724137931	3	0.4%
0.02586206897	5	0.6%
0.03448275862	6	0.8%
0.04310344828	15	1.9%
0.05172413793	10	1.3%
0.06034482759	15	1.9%
0.06896551724	11	1.4%
0.0775862069	13	1.7%
0.08620689655	10	1.3%

Value	Count	Frequency (%)
0	3	0.6%
0.008620689655	1	0.2%
0.01724137931	7	1.5%
0.02586206897	5	1.1%
0.03448275862	16	3.4%
0.04310344828	6	1.3%
0.05172413793	11	2.3%
0.06034482759	8	1.7%
0.06896551724	12	2.5%
0.0775862069	17	3.6%

Value	Count	Frequency (%)
0	3	0.4%
0.008620689655	1	0.1%
0.01724137931	7	0.9%
0.02586206897	5	0.6%
0.03448275862	16	2.1%
0.04310344828	6	0.8%
0.05172413793	11	1.4%
0.06034482759	8	1.0%
0.06896551724	12	1.6%
0.0775862069	17	2.2%

Value	Count	Frequency (%)
0.008620689655	2	0.4%
0.01724137931	3	0.6%
0.02586206897	5	1.1%
0.03448275862	6	1.3%
0.04310344828	15	3.2%
0.05172413793	10	2.1%
0.06034482759	15	3.2%
0.06896551724	11	2.3%
0.0775862069	13	2.7%
0.08620689655	10	2.1%

density
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	279	208
Distinct (%)	36.1%	43.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.48041868	0.57304134

	Cluster 0	Cluster 1
Minimum	0	0.085858586
Maximum	0.95959596	1
Zeros	1	0
Zeros (%)	0.1%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0.085858586
5-th percentile	0.20525253	0.26565657
Q1	0.4	0.42424242
median	0.48686869	0.57575758
Q3	0.57575758	0.71717172
95-th percentile	0.71414141	0.86868687
Maximum	0.95959596	1
Range	0.95959596	0.91414141
Interquartile range (IQR)	0.17575758	0.29292929

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.15235166	0.18543731
Coefficient of variation (CV)	0.31712268	0.32360198
Kurtosis	0.61959871	-0.69423353
Mean	0.48041868	0.57304134
Median Absolute Deviation (MAD)	0.088888889	0.14141414
Skewness	-0.25684175	-0.10550037
Sum	371.36364	272.76768
Variance	0.023211028	0.034386996
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5757575758	21	2.7%
0.5353535354	19	2.5%
0.6161616162	17	2.2%
0.4747474747	16	2.1%
0.5555555556	15	1.9%
0.5151515152	14	1.8%
0.4949494949	14	1.8%
0.404040404	13	1.7%
0.4444444444	11	1.4%
0.4343434343	11	1.4%
Other values (269)	622	80.5%

Value	Count	Frequency (%)
0.6767676768	16	3.4%
0.797979798	14	2.9%
0.7373737374	13	2.7%
0.6565656566	12	2.5%
0.7171717172	10	2.1%
0.6161616162	9	1.9%
0.8585858586	9	1.9%
0.595959596	9	1.9%
0.7272727273	8	1.7%
0.5757575758	8	1.7%
Other values (198)	368	77.3%

Value	Count	Frequency (%)
0	1	0.1%
0.007070707071	1	0.1%
0.01212121212	1	0.1%
0.03232323232	2	0.3%
0.04141414141	1	0.1%
0.07070707071	1	0.1%
0.08686868687	1	0.1%
0.09090909091	3	0.4%
0.09292929293	2	0.3%
0.103030303	1	0.1%

Value	Count	Frequency (%)
0.08585858586	1	0.2%
0.1313131313	2	0.4%
0.1797979798	1	0.2%
0.1818181818	1	0.2%
0.1828282828	2	0.4%
0.2060606061	1	0.2%
0.2080808081	4	0.8%
0.2121212121	1	0.2%
0.2161616162	1	0.2%
0.2282828283	1	0.2%

Value	Count	Frequency (%)
0.08585858586	1	0.1%
0.1313131313	2	0.3%
0.1797979798	1	0.1%
0.1818181818	1	0.1%
0.1828282828	2	0.3%
0.2060606061	1	0.1%
0.2080808081	4	0.5%
0.2121212121	1	0.1%
0.2161616162	1	0.1%
0.2282828283	1	0.1%

Value	Count	Frequency (%)
0	1	0.2%
0.007070707071	1	0.2%
0.01212121212	1	0.2%
0.03232323232	2	0.4%
0.04141414141	1	0.2%
0.07070707071	1	0.2%
0.08686868687	1	0.2%
0.09090909091	3	0.6%
0.09292929293	2	0.4%
0.103030303	1	0.2%

pH
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	66	62
Distinct (%)	8.5%	13.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.56849712	0.41034

	Cluster 0	Cluster 1
Minimum	0	0
Maximum	1	0.83908046
Zeros	1	1
Zeros (%)	0.1%	0.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0
5-th percentile	0.32183908	0.18390805
Q1	0.47126437	0.31034483
median	0.56321839	0.40229885
Q3	0.65517241	0.50574713
95-th percentile	0.81609195	0.64367816
Maximum	1	0.83908046
Range	1	0.83908046
Interquartile range (IQR)	0.18390805	0.1954023

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.14720754	0.14091552
Coefficient of variation (CV)	0.25894157	0.34341162
Kurtosis	0.17333167	0.029307745
Mean	0.56849712	0.41034
Median Absolute Deviation (MAD)	0.091954023	0.091954023
Skewness	0.15405285	0.0092875936
Sum	439.44828	195.32184
Variance	0.02167006	0.019857185
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5517241379	40	5.2%
0.4712643678	33	4.3%
0.5862068966	31	4.0%
0.5747126437	29	3.8%
0.5287356322	29	3.8%
0.6206896552	27	3.5%
0.5632183908	25	3.2%
0.4827586207	25	3.2%
0.4942528736	24	3.1%
0.5977011494	24	3.1%
Other values (56)	486	62.9%

Value	Count	Frequency (%)
0.4367816092	22	4.6%
0.3103448276	21	4.4%
0.3448275862	18	3.8%
0.367816092	17	3.6%
0.3908045977	17	3.6%
0.4827586207	17	3.6%
0.3218390805	16	3.4%
0.4022988506	15	3.2%
0.5172413793	15	3.2%
0.3333333333	14	2.9%
Other values (52)	304	63.9%

Value	Count	Frequency (%)
0	1	0.1%
0.1954022989	1	0.1%
0.2298850575	2	0.3%
0.2413793103	2	0.3%
0.2528735632	6	0.8%
0.2643678161	1	0.1%
0.275862069	5	0.6%
0.2873563218	5	0.6%
0.2988505747	4	0.5%
0.3103448276	9	1.2%

Value	Count	Frequency (%)
0	1	0.2%
0.01149425287	2	0.4%
0.04597701149	1	0.2%
0.06896551724	3	0.6%
0.1149425287	4	0.8%
0.1264367816	1	0.2%
0.1379310345	2	0.4%
0.1609195402	4	0.8%
0.1724137931	3	0.6%
0.183908046	5	1.1%

Value	Count	Frequency (%)
0	1	0.1%
0.01149425287	2	0.3%
0.04597701149	1	0.1%
0.06896551724	3	0.4%
0.1149425287	4	0.5%
0.1264367816	1	0.1%
0.1379310345	2	0.3%
0.1609195402	4	0.5%
0.1724137931	3	0.4%
0.183908046	5	0.6%

Value	Count	Frequency (%)
0	1	0.2%
0.1954022989	1	0.2%
0.2298850575	2	0.4%
0.2413793103	2	0.4%
0.2528735632	6	1.3%
0.2643678161	1	0.2%
0.275862069	5	1.1%
0.2873563218	5	1.1%
0.2988505747	4	0.8%
0.3103448276	9	1.9%

sulphates
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	59	55
Distinct (%)	7.6%	11.6%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.41645935	0.54828701

	Cluster 0	Cluster 1
Minimum	0	0.13846154
Maximum	0.98461538	1
Zeros	1	0
Zeros (%)	0.1%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0.13846154
5-th percentile	0.2	0.27692308
Q1	0.32307692	0.41538462
median	0.4	0.53846154
Q3	0.49230769	0.67692308
95-th percentile	0.75384615	0.86153846
Maximum	0.98461538	1
Range	0.98461538	0.86153846
Interquartile range (IQR)	0.16923077	0.26153846

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.15895679	0.18200564
Coefficient of variation (CV)	0.38168621	0.33195323
Kurtosis	1.3337988	-0.65097853
Mean	0.41645935	0.54828701
Median Absolute Deviation (MAD)	0.076923077	0.13846154
Skewness	0.93217782	0.16662254
Sum	321.92308	260.98462
Variance	0.025267262	0.033126054
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3230769231	51	6.6%
0.3846153846	48	6.2%
0.4153846154	42	5.4%
0.3538461538	41	5.3%
0.4461538462	40	5.2%
0.4	34	4.4%
0.3076923077	29	3.8%
0.4769230769	29	3.8%
0.3692307692	29	3.8%
0.3384615385	29	3.8%
Other values (49)	401	51.9%

Value	Count	Frequency (%)
0.5076923077	18	3.8%
0.4615384615	17	3.6%
0.5692307692	17	3.6%
0.3692307692	17	3.6%
0.6615384615	16	3.4%
0.4153846154	15	3.2%
0.6	15	3.2%
0.5230769231	14	2.9%
0.4307692308	14	2.9%
0.4461538462	14	2.9%
Other values (45)	319	67.0%

Value	Count	Frequency (%)
0	1	0.1%
0.06153846154	2	0.3%
0.09230769231	2	0.3%
0.1076923077	3	0.4%
0.1384615385	3	0.4%
0.1538461538	5	0.6%
0.1692307692	10	1.3%
0.1846153846	8	1.0%
0.2	15	1.9%
0.2153846154	13	1.7%

Value	Count	Frequency (%)
0.1384615385	1	0.2%
0.1538461538	2	0.4%
0.1692307692	3	0.6%
0.2	2	0.4%
0.2153846154	3	0.6%
0.2307692308	2	0.4%
0.2461538462	5	1.1%
0.2615384615	5	1.1%
0.2769230769	5	1.1%
0.2923076923	10	2.1%

Value	Count	Frequency (%)
0.1384615385	1	0.1%
0.1538461538	2	0.3%
0.1692307692	3	0.4%
0.2	2	0.3%
0.2153846154	3	0.4%
0.2307692308	2	0.3%
0.2461538462	5	0.6%
0.2615384615	5	0.6%
0.2769230769	5	0.6%
0.2923076923	10	1.3%

Value	Count	Frequency (%)
0	1	0.2%
0.06153846154	2	0.4%
0.09230769231	2	0.4%
0.1076923077	3	0.6%
0.1384615385	3	0.6%
0.1538461538	5	1.1%
0.1692307692	10	2.1%
0.1846153846	8	1.7%
0.2	15	3.2%
0.2153846154	13	2.7%

alcohol
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	52	46
Distinct (%)	6.7%	9.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.30494319	0.40754873

	Cluster 0	Cluster 1
Minimum	0.06122449	0
Maximum	1	1
Zeros	0	2
Zeros (%)	0.0%	0.4%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0.06122449	0
5-th percentile	0.10204082	0.10204082
Q1	0.16326531	0.24489796
median	0.24489796	0.39795918
Q3	0.40816327	0.55102041
95-th percentile	0.72244898	0.76020408
Maximum	1	1
Range	0.93877551	1
Interquartile range (IQR)	0.24489796	0.30612245

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.19374808	0.20296031
Coefficient of variation (CV)	0.63535794	0.49800255
Kurtosis	1.1174297	-0.60692023
Mean	0.30494319	0.40754873
Median Absolute Deviation (MAD)	0.10204082	0.15306122
Skewness	1.2481876	0.2902618
Sum	235.72109	193.9932
Variance	0.037538318	0.041192887
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1632653061	88	11.4%
0.2244897959	60	7.8%
0.1428571429	56	7.2%
0.2653061224	38	4.9%
0.1020408163	38	4.9%
0.2040816327	38	4.9%
0.1836734694	36	4.7%
0.1224489796	35	4.5%
0.2857142857	29	3.8%
0.2448979592	24	3.1%
Other values (42)	331	42.8%

Value	Count	Frequency (%)
0.4693877551	29	6.1%
0.3673469388	27	5.7%
0.1632653061	25	5.3%
0.2653061224	19	4.0%
0.5510204082	19	4.0%
0.4489795918	19	4.0%
0.6326530612	18	3.8%
0.5102040816	18	3.8%
0.1836734694	16	3.4%
0.3469387755	15	3.2%
Other values (36)	271	56.9%

Value	Count	Frequency (%)
0.0612244898	15	1.9%
0.07142857143	1	0.1%
0.08163265306	13	1.7%
0.1020408163	38	4.9%
0.1224489796	35	4.5%
0.1428571429	56	7.2%
0.1632653061	88	11.4%
0.1734693878	2	0.3%
0.1836734694	36	4.7%
0.2040816327	38	4.9%

Value	Count	Frequency (%)
0	2	0.4%
0.0612244898	7	1.5%
0.08163265306	3	0.6%
0.1020408163	13	2.7%
0.1224489796	11	2.3%
0.1428571429	15	3.2%
0.1632653061	25	5.3%
0.1836734694	16	3.4%
0.2040816327	12	2.5%
0.2244897959	11	2.3%

Value	Count	Frequency (%)
0	2	0.3%
0.0612244898	7	0.9%
0.08163265306	3	0.4%
0.1020408163	13	1.7%
0.1224489796	11	1.4%
0.1428571429	15	1.9%
0.1632653061	25	3.2%
0.1836734694	16	2.1%
0.2040816327	12	1.6%
0.2244897959	11	1.4%

Value	Count	Frequency (%)
0.0612244898	15	3.2%
0.07142857143	1	0.2%
0.08163265306	13	2.7%
0.1020408163	38	8.0%
0.1224489796	35	7.4%
0.1428571429	56	11.8%
0.1632653061	88	18.5%
0.1734693878	2	0.4%
0.1836734694	36	7.6%
0.2040816327	38	8.0%

quality
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	6	6
Distinct (%)	0.8%	1.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.4514877	5.9579832

	Cluster 0	Cluster 1
Minimum	3	3
Maximum	8	8
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	12.1 KiB	7.4 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	3	3
5-th percentile	5	5
Q1	5	5
median	5	6
Q3	6	6.25
95-th percentile	6.4	7
Maximum	8	8
Range	5	5
Interquartile range (IQR)	1	1.25

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.67852972	0.81970426
Coefficient of variation (CV)	0.12446689	0.13758083
Kurtosis	0.57686187	-0.19961152
Mean	5.4514877	5.9579832
Median Absolute Deviation (MAD)	0	1
Skewness	0.20138129	0.10082063
Sum	4214	2836
Variance	0.46040258	0.67191508
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
5	396	51.2%
6	305	39.5%
7	37	4.8%
4	30	3.9%
3	3	0.4%
8	2	0.3%

Value	Count	Frequency (%)
6	215	45.2%
5	135	28.4%
7	108	22.7%
8	11	2.3%
4	6	1.3%
3	1	0.2%

Value	Count	Frequency (%)
3	3	0.4%
4	30	3.9%
5	396	51.2%
6	305	39.5%
7	37	4.8%
8	2	0.3%

Value	Count	Frequency (%)
3	1	0.2%
4	6	1.3%
5	135	28.4%
6	215	45.2%
7	108	22.7%
8	11	2.3%

Value	Count	Frequency (%)
3	1	0.1%
4	6	0.8%
5	135	17.5%
6	215	27.8%
7	108	14.0%
8	11	1.4%

Value	Count	Frequency (%)
3	3	0.6%
4	30	6.3%
5	396	83.2%
6	305	64.1%
7	37	7.8%
8	2	0.4%

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	alcohol	chlorides	citric acid	density	fixed acidity	free sulfur dioxide	pH	quality	residual sugar	sulphates	total sulfur dioxide	volatile acidity
alcohol	1.000	-0.274	-0.230	-0.570	-0.354	0.064	0.354	0.346	0.091	0.165	-0.186	0.040
chlorides	-0.274	1.000	0.137	0.421	0.383	-0.008	-0.253	-0.154	0.213	-0.055	0.172	0.094
citric acid	-0.230	0.137	1.000	0.197	0.283	0.136	-0.305	-0.088	0.075	-0.026	0.397	-0.372
density	-0.570	0.421	0.197	1.000	0.610	-0.040	-0.124	-0.233	0.369	0.091	0.179	0.149
fixed acidity	-0.354	0.383	0.283	0.610	1.000	-0.062	-0.634	-0.136	0.255	-0.166	0.159	0.198
free sulfur dioxide	0.064	-0.008	0.136	-0.040	-0.062	1.000	0.068	0.094	0.081	0.119	0.678	-0.188
pH	0.354	-0.253	-0.305	-0.124	-0.634	0.068	1.000	0.135	-0.026	0.281	-0.141	-0.020
quality	0.346	-0.154	-0.088	-0.233	-0.136	0.094	0.135	1.000	0.011	0.309	-0.057	-0.168
residual sugar	0.091	0.213	0.075	0.369	0.255	0.081	-0.026	0.011	1.000	0.026	0.191	0.099
sulphates	0.165	-0.055	-0.026	0.091	-0.166	0.119	0.281	0.309	0.026	1.000	0.036	-0.081
total sulfur dioxide	-0.186	0.172	0.397	0.179	0.159	0.678	-0.141	-0.057	0.191	0.036	1.000	-0.142
volatile acidity	0.040	0.094	-0.372	0.149	0.198	-0.188	-0.020	-0.168	0.099	-0.081	-0.142	1.000

Cluster 1

	alcohol	chlorides	citric acid	density	fixed acidity	free sulfur dioxide	pH	quality	residual sugar	sulphates	total sulfur dioxide	volatile acidity
alcohol	1.000	-0.272	-0.124	-0.671	-0.306	-0.035	0.247	0.555	0.003	0.241	-0.223	-0.236
chlorides	-0.272	1.000	0.159	0.412	0.192	0.113	-0.101	-0.248	0.301	-0.152	0.220	0.274
citric acid	-0.124	0.159	1.000	0.362	0.460	-0.074	-0.252	-0.070	0.142	-0.055	-0.041	-0.094
density	-0.671	0.412	0.362	1.000	0.672	0.017	-0.315	-0.408	0.396	-0.128	0.232	0.394
fixed acidity	-0.306	0.192	0.460	0.672	1.000	-0.143	-0.679	-0.140	0.153	-0.080	-0.048	0.252
free sulfur dioxide	-0.035	0.113	-0.074	0.017	-0.143	1.000	0.182	-0.025	0.180	0.203	0.856	0.025
pH	0.247	-0.101	-0.252	-0.315	-0.679	0.182	1.000	0.078	-0.005	0.152	0.096	-0.220
quality	0.555	-0.248	-0.070	-0.408	-0.140	-0.025	0.078	1.000	-0.059	0.397	-0.213	-0.323
residual sugar	0.003	0.301	0.142	0.396	0.153	0.180	-0.005	-0.059	1.000	0.002	0.291	0.248
sulphates	0.241	-0.152	-0.055	-0.128	-0.080	0.203	0.152	0.397	0.002	1.000	0.099	-0.236
total sulfur dioxide	-0.223	0.220	-0.041	0.232	-0.048	0.856	0.096	-0.213	0.291	0.099	1.000	0.155
volatile acidity	-0.236	0.274	-0.094	0.394	0.252	0.025	-0.220	-0.323	0.248	-0.236	0.155	1.000

Cluster 0

A simple visualization of nullity by column.

Cluster 1

A simple visualization of nullity by column.

Cluster 0

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Cluster 1

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Cluster 0

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality
0	0.285714	0.630435	0.000000	0.291667	0.448718	0.243902	0.241379	0.636364	0.724138	0.353846	0.142857	5
1	0.333333	0.826087	0.000000	0.583333	0.730769	0.585366	0.525862	0.535354	0.367816	0.538462	0.224490	5
2	0.333333	0.695652	0.053333	0.458333	0.653846	0.341463	0.413793	0.555556	0.436782	0.492308	0.224490	5
4	0.285714	0.630435	0.000000	0.291667	0.448718	0.243902	0.241379	0.636364	0.724138	0.353846	0.142857	5
5	0.285714	0.586957	0.000000	0.250000	0.435897	0.292683	0.293103	0.636364	0.724138	0.353846	0.142857	5
6	0.345238	0.521739	0.080000	0.166667	0.358974	0.341463	0.456897	0.494949	0.482759	0.200000	0.142857	5
7	0.273810	0.576087	0.000000	0.000000	0.307692	0.341463	0.129310	0.313131	0.586207	0.215385	0.265306	7
8	0.333333	0.500000	0.026667	0.333333	0.410256	0.195122	0.103448	0.535354	0.551724	0.369231	0.163265	7
9	0.202381	0.500000	0.106667	0.250000	0.717949	0.341463	0.508621	0.444444	0.459770	0.323077	0.102041	5
10	0.071429	0.538043	0.000000	0.166667	0.615385	0.365854	0.456897	0.282828	0.804598	0.292308	0.244898	5

Cluster 1

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality
3	0.738095	0.173913	0.746667	0.291667	0.435897	0.390244	0.465517	0.656566	0.321839	0.384615	0.224490	6
11	0.416667	0.173913	0.746667	0.250000	0.653846	0.829268	0.836207	0.545455	0.482759	0.646154	0.367347	7
12	0.464286	0.108696	0.640000	0.250000	0.461538	0.682927	0.465517	0.535354	0.586207	0.307692	0.142857	6
14	0.345238	0.336957	0.280000	0.166667	0.833333	0.219512	0.267241	0.515152	0.333333	0.892308	0.163265	5
19	0.345238	0.336957	0.280000	0.166667	0.833333	0.219512	0.267241	0.515152	0.333333	0.892308	0.163265	5
27	0.369048	0.282609	0.373333	0.375000	0.320513	0.292683	0.206897	0.535354	0.402299	0.615385	0.204082	7
31	0.440476	0.184783	0.693333	0.166667	0.923077	0.268293	0.267241	0.545455	0.425287	0.384615	0.163265	5
39	0.619048	0.326087	0.760000	0.916667	0.371795	0.073171	0.034483	0.565657	0.183908	0.461538	0.183673	5
42	0.452381	0.304348	0.533333	0.416667	0.487179	0.439024	0.396552	0.656566	0.643678	0.476923	0.102041	5
48	0.511905	0.217391	0.760000	0.333333	0.423077	0.634146	0.508621	0.545455	0.459770	0.707692	0.408163	5

Cluster 0

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality
1238	0.095238	0.532609	0.146667	0.250000	0.320513	0.414634	0.189655	0.336364	0.770115	0.507692	0.448980	6
1239	0.261905	0.586957	0.440000	0.541667	0.346154	0.804878	0.827586	0.266667	0.448276	0.692308	0.836735	6
1240	0.154762	0.467391	0.200000	0.250000	0.461538	0.609756	0.250000	0.165657	0.505747	0.753846	0.591837	6
1241	0.047619	0.673913	0.120000	0.208333	0.615385	0.365854	0.172414	0.254545	0.908046	0.353846	0.591837	6
1242	0.154762	0.423913	0.173333	0.458333	0.448718	0.682927	0.293103	0.428283	0.620690	0.646154	0.469388	6
1243	0.214286	0.543478	0.106667	0.291667	0.346154	0.658537	0.275862	0.506061	0.620690	0.753846	0.163265	6
1244	0.142857	0.521739	0.106667	0.333333	0.628205	0.756098	0.327586	0.343434	0.655172	0.384615	0.367347	5
1245	0.107143	0.467391	0.133333	0.416667	0.269231	0.926829	0.387931	0.365657	0.735632	0.661538	0.510204	6
1246	0.154762	0.423913	0.173333	0.458333	0.448718	0.682927	0.293103	0.428283	0.620690	0.646154	0.469388	6
1247	0.107143	0.570652	0.160000	0.333333	0.435897	0.756098	0.327586	0.401010	0.793103	0.584615	0.306122	5

Cluster 1

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality
1208	0.738095	0.304348	0.666667	0.333333	0.743590	0.439024	0.379310	0.639394	0.252874	0.384615	0.346939	5
1209	0.285714	0.260870	0.400000	0.250000	0.423077	0.390244	0.155172	0.271717	0.413793	0.569231	0.551020	8
1221	0.202381	0.043478	0.853333	0.375000	0.230769	0.560976	0.396552	0.347475	0.528736	0.584615	0.510204	6
1227	0.297619	0.434783	0.533333	0.416667	0.243590	0.268293	0.120690	0.327273	0.436782	0.476923	0.632653	6
1228	0.357143	0.195652	0.840000	0.166667	0.512821	0.365854	0.198276	0.442424	0.482759	0.692308	0.428571	6
1231	0.285714	0.250000	0.440000	0.500000	0.346154	0.195122	0.172414	0.323232	0.551724	0.415385	0.653061	6
1235	0.202381	0.217391	0.586667	0.500000	0.256410	0.560976	0.241379	0.337374	0.471264	0.723077	0.591837	7
1236	0.261905	0.293478	0.586667	0.583333	0.320513	0.512195	0.362069	0.347475	0.482759	0.784615	0.571429	6
1237	0.297619	0.206522	0.546667	0.500000	0.307692	0.804878	0.465517	0.345455	0.528736	0.800000	0.551020	6
1248	0.119048	0.206522	0.626667	1.000000	0.333333	0.414634	0.310345	0.403030	0.586207	0.507692	0.469388	6

Cluster 0

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality	# duplicates
17	0.202381	0.369565	0.320000	0.208333	0.461538	0.414634	0.241379	0.333333	0.586207	0.415385	0.387755	6	4
48	0.261905	0.625000	0.173333	0.333333	0.448718	0.268293	0.120690	0.400000	0.471264	0.323077	0.285714	5	4
60	0.297619	0.423913	0.026667	0.208333	0.551282	0.292683	0.215517	0.391919	0.551724	0.323077	0.367347	6	4
4	0.119048	0.413043	0.000000	0.083333	0.205128	0.341463	0.172414	0.301010	0.551724	0.184615	0.163265	5	3
11	0.166667	0.565217	0.280000	0.250000	0.512821	0.317073	0.215517	0.544444	0.816092	0.507692	0.224490	5	3
28	0.238095	0.576087	0.026667	0.375000	0.320513	0.170732	0.163793	0.575758	0.678161	0.523077	0.163265	6	3
29	0.238095	0.619565	0.093333	0.541667	0.641026	0.341463	0.129310	0.426263	0.574713	0.415385	0.530612	6	3
45	0.261905	0.554348	0.000000	0.291667	0.717949	0.317073	0.275862	0.530303	0.563218	0.384615	0.061224	6	3
95	0.392857	0.576087	0.133333	0.708333	0.615385	0.390244	0.293103	0.659596	0.471264	0.338462	0.163265	5	3
0	0.071429	0.413043	0.120000	0.458333	0.102564	0.390244	0.801724	0.222222	0.862069	0.461538	0.877551	5	2

Cluster 1

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality	# duplicates
1	0.261905	0.260870	0.613333	0.375000	0.423077	0.560976	0.327586	0.387879	0.597701	0.800000	0.469388	7	4
11	0.392857	0.152174	0.560000	0.333333	0.500000	0.243902	0.181034	0.595960	0.379310	0.723077	0.142857	6	3
20	0.464286	0.000000	0.600000	0.250000	0.435897	0.219512	0.129310	0.406061	0.609195	0.661538	0.653061	7	3
26	0.511905	0.260870	0.520000	0.125000	0.500000	0.975610	0.422414	0.507071	0.678161	0.615385	0.448980	6	3
34	0.583333	0.456522	0.600000	0.458333	0.384615	0.365854	0.293103	0.767677	0.586207	0.446154	0.142857	5	3
0	0.214286	0.260870	0.426667	0.250000	0.333333	0.073171	0.017241	0.131313	0.551724	0.338462	0.836735	7	2
2	0.261905	0.271739	0.426667	0.333333	0.269231	0.341463	0.189655	0.323232	0.402299	0.615385	0.530612	7	2
3	0.273810	0.201087	0.520000	0.000000	0.230769	0.146341	0.043103	0.182828	0.471264	0.292308	0.571429	6	2
4	0.273810	0.266304	0.653333	0.541667	0.602564	0.926829	0.862069	0.515152	0.551724	0.692308	0.469388	5	2
5	0.297619	0.282609	0.760000	0.458333	0.833333	0.097561	0.051724	0.459596	0.551724	0.338462	0.551020	6	2

Overview

Variables

Interactions

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0